Datalayer
@datalayer.ai
📤 105
📥 40
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Ξ ✨ AI Platform for Data Analysis
https://datalayer.ai
reposted by
Datalayer
Eric Charles
12 days ago
Our new Datalayer variant is built for AI Agent workloads—cutting data costs by up to 90% without sacrificing performance. Scale smarter, faster, and cheaper! 💡 🔗
datalayer.ai
#AI
#DataInnovation
#AIAgents
#CostEfficiency
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⚙️ Run Python notebooks instantly in VS Code with the Datalayer Pyodide kernel — no Python install, no Conda, no setup. Open a notebook and start experimenting ✨ 🎓 Beginners | ⚡ Quick tests | 🔒 Sandbox-safe Read more 👉
medium.com/datalayer/st...
#VSCode
#Python
#Jupyter
#Pyodide
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Stop Installing Python to Run Notebooks in VS Code
Run Python instantly using a Pyodide-powered browser kernel with the Datalayer VS Code extension
https://medium.com/datalayer/stop-installing-python-to-run-notebooks-in-vs-code-250c1c33b952
about 1 month ago
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🧵 1/6 What if your AI agent could actually DO things? Not just chat. Actually search the web, access databases, read LinkedIn profiles, execute code. That's what we built. Here's what you can do with Agent Runtimes 👇
about 1 month ago
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Adding
#OTEL
to MCP Compose with the kind help of
@logfire.pydantic.dev
github.com/datalayer/mc...
about 1 month ago
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1/ Jupyter UI documentation got a refresher If this makes sense to you, you’re the target audience 👇 <JupyterReactTheme> <Notebook path="analysis.ipynb" /> </JupyterReactTheme>
jupyter-ui.datalayer.tech
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🪐 ⚛️ About Jupyter UI | 🪐 ⚛️ Jupyter UI
Jupyter(Lab) Notebook is an IDE that allows Data Scientists to analyse datasets. However, it is not easy to create a custom user interface integrated in an existing application. Jupyter UI, an open-so...
https://jupyter-ui.datalayer.tech
about 1 month ago
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🚀 Jupyter MCP Server docs just got a refresh! Flattened TOC, new Reference & Providers sections, added JupyterHub + Google Colab providers (WIP), and more on security & multi-user use cases. Docs:
jupyter-mcp.datalayer.tech
Feedback welcome! 💬
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https://jupyter-mcp.datalayer.tech
about 2 months ago
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🪐 Jupyter Embed is here! Add interactive Python cells, notebooks & terminals to ANY website with a simple script tag. 🎯 Live demo:
jupyter-embed.datalayer.tech
Built with ❤️ for educators, developers & data scientists.
#Jupyter
#Python
#OpenSource
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about 2 months ago
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The Jupyter UI docs just got a fresh revamp ✨ Now with embedded Storybook—take a look! 👉
jupyter-ui.datalayer.tech
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🪐 ⚛️ About Jupyter UI | 🪐 ⚛️ Jupyter UI
Jupyter(Lab) Notebook is an IDE that allows Data Scientists to analyse datasets. However, it is not easy to create a custom user interface integrated in an existing application. Jupyter UI, an open-so...
https://jupyter-ui.datalayer.tech/
about 2 months ago
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Jupyter React 2.0 is live! 🎉 Breaking changes: Notebook2 is now default, kernel setup moves to useJupyter(). See migration examples
github.com/datalayer/ju...
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jupyter-ui/packages/react at main · datalayer/jupyter-ui
⚛️ React.js components 💯% compatible with 🪐 Jupyter. - datalayer/jupyter-ui
https://github.com/datalayer/jupyter-ui/tree/main/packages/react
about 2 months ago
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reposted by
Datalayer
Eric Charles
about 2 months ago
1.5 days with
#AI
instead of maybe 1.5 weeks: Vite.js support and a revamped Jupyter React examples. AI is redefining software development timelines.
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Devil’s in the details. This is why you’ll see a spinner in the VS Code runtime launcher while the remote runtime spins up.
about 2 months ago
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Datalayer is joining the AgentX AgentBeats challenge! 🥊 To benchmark our data agent, we "agentified" DABench using the A2A protocol. The setup uses Pydantic AI and our Jupyter MCP Server. We think A2A + MCP is the future of agent interoperability. 🤝
github.com/datalayer-ch...
#AgenticAI
#MCP
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GitHub - datalayer-challenges/agentify-dabench: 🤖 A2A-compatible DABench evaluation system using AgentBeats methodology.
🤖 A2A-compatible DABench evaluation system using AgentBeats methodology. - datalayer-challenges/agentify-dabench
https://github.com/datalayer-challenges/agentify-dabench
2 months ago
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The Datalayer VS Code extension is here. It brings a Notion-style editor (built on Lexical) right into your Jupyter environment. Just code, write, and explain in one place. It's open source 👐 and integrated with Copilot 🤖.
medium.com/datalayer/no...
#VSCode
#Jupyter
#DataScience
#OpenSource
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Notion Meets Jupyter: Unifying Data Analysis, Experimentation, and Storytelling — Available in VS…
Turn your raw analysis into readable narratives. A new open-source experience for VS Code and the web.
https://medium.com/datalayer/notion-meets-jupyter-unifying-data-analysis-experimentation-and-storytelling-available-in-vs-5f615ce95e38
2 months ago
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A new UI style more like Notion/Google Docs for Data Analysis, with AI Agent
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3 months ago
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🚀 Datalayer Notebooks ❤️
#Copilotkit
Copilotkit now plugs into React-based Jupyter Notebooks — an LLM that can read, edit & run code. Open protocols = open data ecosystems. 👉
github.com/datalayer/core
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3 months ago
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reposted by
Datalayer
Eric Charles
3 months ago
My JupyterCon talk on standardizing AI agent access to Jupyter notebooks - thanks to MCP - is now live! 🚀 🎥 Video:
www.youtube.com/watch?v=lO2p...
📖 Blog post:
datalayer.blog/2025/11/27/j...
#JupyterCon
#AI
#MCP
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🚀
#Jupyter
#MCP
Server 0.21.0 is out! A single-PR release that speeds up tool discovery by adding caching — super handy for agents that love to use (or abuse) the get_tools API 😄 🔗
github.com/datalayer/ju...
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Release Release 0.21.0 · datalayer/jupyter-mcp-server
🚀 Release 0.21.0 🔗 Links PyPI Docker Hub What's Changed add get_tool caching by @eleonorecharles in #177 Full Changelog: v0.20.1...v0.21.0
https://github.com/datalayer/jupyter-mcp-server/releases/tag/v0.21.0
3 months ago
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Announcing Datalayer on VS Code 🎉 Add seamless
#GPU
runtimes to the native VS Code Notebook, plus Datalayer Notebook & Rich Editor — all via Jupyter’s open protocol. 👉
marketplace.visualstudio.com/items?itemNa...
3 months ago
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reposted by
Datalayer
Eric Charles
3 months ago
Sharing a few thoughts on LinkedIn after my 3-week trip to the US, to shape the Datalayer roadmap: - Ship and support real OSS components - Avoid reinventing the wheel - Integrate with existing ecosystems where they are
www.linkedin.com/posts/ericch...
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#respect | Eric Charles
Just wrapped up 3 intense weeks in SF, Silicon Valley, and at conferences like PyTorch and JupyterCon — and honestly needed time to digest all the AI innovation. JupyterCon 2025 was a blast: so many J...
https://www.linkedin.com/posts/ericcharles1_respect-activity-7398734154961674240-b0yp?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAiMBIBbRxWav7nzyTSHkSB0zSWwO1d9Y0
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reposted by
Datalayer
Eric Charles
3 months ago
Just returned from JupyterCon, where I had the opportunity to present on
#Jupyter
#MCP
Server. It was fantastic to connect with the community and witness all the incredible innovation happening in the space. I’ll be sharing more insights and follow-ups from my talk in a blog post soon—stay tuned!
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Jupyter MCP Server 0.19.0 is out! 🎉 Now you can use /jupyter-cite prompts to reference specific notebook cells — perfect for precise LLM operations. Docs:
jupyter-mcp-server.datalayer.tech/prompts
Release:
github.com/datalayer/ju...
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Release Release 0.19.0 · datalayer/jupyter-mcp-server
🚀 Release 0.19.0 🔗 Links PyPI Docker Hub What's Changed enhance docs structure by @eleonorecharles in #155 Prompt/add cite component by @ChengJiale150 in #159 test/add test for Prompt Feature by...
https://github.com/datalayer/jupyter-mcp-server/releases/tag/v0.19.0
3 months ago
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#Jupyter
AI Agents 0.19.0 is released - You can chat with your Jupyter Notebook (Anthropic support for now). Try it with pip install jupyter-ai-agents
4 months ago
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reposted by
Datalayer
Eric Charles
4 months ago
Just landed in San Francisco for
#AI
#OpenSource
Software Week 🤖 (
events.linuxfoundation.org/open-source-...
)! Here to connect, share ideas, and discuss innovation — reach out if you’d like to meet in person. Next stop: Silicon Valley next week → San Diego the week after for my JupyterCon talk!
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Open Source AI Week | LF Events
Open Source AI Week in the Bay Area between Oct 18-26, 2025 features top AI/ML conferences, hackathons, & networking you won’t want to miss!
https://events.linuxfoundation.org/open-source-ai-week/
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🚨 NEW IN JUPYTER MCP SERVER 0.14.0: Multi-notebook support! You can now seamlessly switch between multiple notebooks in a single session. Read more in the release notes
jupyter-mcp-server.datalayer.tech/releases/#01...
.
5 months ago
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reposted by
Datalayer
🥈 We’re proud to announce that Datalayer secured 2nd place in the AI for Earthquake Response challenge by ESA Φ-lab! Our approach: Siamese network, image registration, and more. Infrastructure powered by Datalayer. 🚀 Full breakdown 👉
datalayer.blog/2025/09/12/a...
#GeospatialAI
#DeepLearning
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How We Won the 2nd Place in the AI for Earthquake Response Challenge
Discover our approach to building AI models for rapid earthquake damage assessment using satellite imagery.
https://datalayer.blog/2025/09/12/ai-for-earthquake-response/#second-model-pre--and-post-event-with-siamese-network
5 months ago
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🥈 We’re proud to announce that Datalayer secured 2nd place in the AI for Earthquake Response challenge by ESA Φ-lab! Our approach: Siamese network, image registration, and more. Infrastructure powered by Datalayer. 🚀 Full breakdown 👉
datalayer.blog/2025/09/12/a...
#GeospatialAI
#DeepLearning
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How We Won the 2nd Place in the AI for Earthquake Response Challenge
Discover our approach to building AI models for rapid earthquake damage assessment using satellite imagery.
https://datalayer.blog/2025/09/12/ai-for-earthquake-response/#second-model-pre--and-post-event-with-siamese-network
5 months ago
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Crazy how many hours it takes to get a decent dark theme. But hey, users love it—so we grind on. 🌑
5 months ago
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Data analysis from our desktop app? That’s exactly what our new Electron app is all about. 🧵⤵️
5 months ago
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Have you ever spent more time dealing with CSVs, chasing versions, configuring environments than doing your actual research? 😅 We’ve built a Datalayer for biologists to focus on making progress, rather than configs’ issues. Here’s how it helps: 🧵⤵️
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Jupyter Notebooks: Analyzing Biological Datasets with Datalayer
Opening a Jupyter notebook to explore gene expression, microbial, or protein-interactions? Well… perhaps you know that things can get…
https://medium.datalayer.blog/jupyter-notebooks-analyzing-biological-datasets-with-datalayer-f8a87e5f2e3d?source=friends_link&sk=15213e24ade1b0bf88b1a06d697bb7f9
6 months ago
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The AI for Earthquake Response challenge is heating up 🔥 (organized by
@esaearth.esa.int
:
platform.ai4eo.eu/ai-for-earth...
). Our Datalayer team is holding strong in 2nd place as Phase 1 wraps up! 🌎
6 months ago
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Doing data analysis can feel tedious and messy at times. 😩 You’ve got tabs open, files scattered, and Python tutorials running in the background. It’s chaotic. But it doesn’t have to be. 🧵⤵️
6 months ago
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What if your notebook never stalled, even when doing AI/ML work? 🤔 🧵⤵️
#MachineLearning
#DataScience
6 months ago
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⭕ BIG NEWS: our talk “Jupyter MCP Server: Standardizing AI Agent Access to Jupyter Notebooks” is heading to
#JupyterCon2025
in San Diego!
#JupyterCon
🧵⤵️
6 months ago
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1/5 🔔 We just launched a new update for Python dev working with Jupyter Introducing jupyter-mimetypes - a new Python package that makes variable exchange between kernels and clients much (much) simpler. 🧵⤵️
6 months ago
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1/6 🐍 Datalayer’s Python SDK is here to bring cloud compute management into your data and AI workflow Here’s how it works 🧵⤵️
7 months ago
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✨ Meet Jupyter AI Agents (1/7) 🧵⤵️
7 months ago
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1/ v1.1.1 of Datalayer Core is out, and it got Secrets Management 🔐 🧵⤵️
7 months ago
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1/ 🚀 We just crossed 500+ stars on GitHub for our Jupyter MCP Server repo! Big thanks to everyone who’s starred, contributed, or shared their feedback. 🧵⤵️
7 months ago
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Base Python SDK is now available - Read the documentation on
core.datalayer.tech/python/
You can authenticate, create runtimes, execute code, take snapshots with a few line of Python code 🐍
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Python SDK | Ξ Datalayer core
A simple, intuitive SDK for AI engineers to work with the Datalayer platform.
https://core.datalayer.tech/python/
7 months ago
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reposted by
Datalayer
Peter W🤓
7 months ago
The Big LLM Architecture Comparison, by the excellent
@sebastianraschka.com
magazine.sebastianraschka.com/p/the-big-ll...
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The Big LLM Architecture Comparison
From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design
https://magazine.sebastianraschka.com/p/the-big-llm-architecture-comparison?r=ltyh&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
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reposted by
Datalayer
Eric Charles
7 months ago
today achivement: pruned the jupyter-ui open issues, going from 89 to 42
github.com/datalayer/ju...
A lot of them related to next.js which is now way better supported 🚀
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datalayer/jupyter-ui
⚛️ React.js components 💯% compatible with 🪐 Jupyter https://jupyter-ui-storybook.datalayer.tech - datalayer/jupyter-ui
https://github.com/datalayer/jupyter-ui/issues
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reposted by
Datalayer
CNG
7 months ago
🆕
#CNG2025
session recording
@echarles.net
from
@datalayer.ai
shows how to use their AI platform to write and run Jupyter notebooks for you! This means less time coding, more time on insights. ▶️
youtu.be/cu1pOCeR-9Y
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[CNG 2025] AI Agent & MCP Servers for Jupyter to simplify Earthdata Discovery/Analysis –Eric Charles
YouTube video by Cloud-Native Geospatial Forum
https://youtu.be/cu1pOCeR-9Y
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📢 UPDATE: Jupyter MCP Server now supports Datalayer Provider. 🧵⤵️
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8 months ago
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quick update on Jupyter MCP Server docs for streamable http configuration
jupyter-mcp-server.datalayer.tech/setup/#mcp-c...
Use { "mcpServers": { "jupyter": { "command": "npx", "args": ["mcp-remote", "http://127.0.0.1:4040/mcp"] } } }
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Setup | 🪐 ✨ Jupyter MCP Server documentation
To setup Jupyter MCP Server, you need to:
https://jupyter-mcp-server.datalayer.tech/setup/#mcp-clients-configuration
8 months ago
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📌 BIG UPDATE - Jupyter & MCP Server Jupyter MCP Server now supports streamable HTTP transport. This is an optional new way to connect via HTTP for those using MCP clients. 🧵⤵️
8 months ago
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Eleonore hacking on
#Jupyter
#MCP
Server under the sun
8 months ago
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This is official. jupyter-mcp-server has now more stargazers than jupyter-ui
#AI
#MCP
#OSS
8 months ago
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Bringing GPUs to
@anacondainc.bsky.social
Notebooks! BIG NEWS for data scientists and AI engineers 🧵⤵️
8 months ago
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reposted by
Datalayer
We're rolling out MFA to boost account security and better protect our users. 🔐
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8 months ago
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